| Multimodal Instruction Tuning with Conditional Mixture of LoRA | Feb 24, 2024 | parameter-efficient fine-tuningZero-shot Generalization | CodeCode Available | 1 | 5 |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Model Generalization on Text Attribute Graphs: Principles with Large Language Models | Feb 17, 2025 | AttributeGraph Learning | CodeCode Available | 1 | 5 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| M^2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning | Sep 24, 2024 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 | 5 |
| DePT: Decoupled Prompt Tuning | Sep 14, 2023 | Prompt EngineeringZero-shot Generalization | CodeCode Available | 1 | 5 |
| Boosting Segment Anything Model Towards Open-Vocabulary Learning | Dec 6, 2023 | modelObject | CodeCode Available | 1 | 5 |
| Improving Diffusion Models for Scene Text Editing with Dual Encoders | Apr 12, 2023 | Scene Text EditingStyle Transfer | CodeCode Available | 1 | 5 |
| Delving into Out-of-Distribution Detection with Medical Vision-Language Models | Mar 2, 2025 | Benchmarkingimage-classification | CodeCode Available | 1 | 5 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 | 5 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning | Jan 19, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| IRanker: Towards Ranking Foundation Model | Jun 25, 2025 | GSM8Kmodel | CodeCode Available | 1 | 5 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization | Feb 23, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Visual Grounding for Object-Level Generalization in Reinforcement Learning | Aug 4, 2024 | Language ModellingObject | CodeCode Available | 1 | 5 |
| Beyond the LUMIR challenge: The pathway to foundational registration models | May 30, 2025 | Image RegistrationZero-shot Generalization | CodeCode Available | 1 | 5 |
| CLIP-Embed-KD: Computationally Efficient Knowledge Distillation Using Embeddings as Teachers | Apr 9, 2024 | Knowledge DistillationZero-shot Generalization | CodeCode Available | 1 | 5 |
| Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models | Mar 19, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| μLO: Compute-Efficient Meta-Generalization of Learned Optimizers | May 31, 2024 | GPUZero-shot Generalization | CodeCode Available | 1 | 5 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 | 5 |
| Exploring the Best Practices of Query Expansion with Large Language Models | Jan 12, 2024 | Information RetrievalRe-Ranking | CodeCode Available | 1 | 5 |
